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mt5-small-finetuned-amazon-en-es
vhpvmx/mt5-small-finetuned-amazon-en-es
mt5-small-finetuned-amazon-en-es is a summarization model from vhpvmx. Use it when you need a shorter version of a longer text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Summarization
- Library
- transformers
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Oct 12, 2023
- Updated
- Oct 12, 2023
- SHA
- 64860540
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
mt5-small-finetuned-amazon-en-es
This model is a fine-tuned version of google/mt5-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.0882
- Rouge1: 17.4498
- Rouge2: 8.7404
- Rougel: 16.8415
- Rougelsum: 16.9066
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5.6e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
|---|---|---|---|---|---|---|---|
| 6.4445 | 1.0 | 1209 | 3.3476 | 13.3795 | 5.5143 | 12.8433 | 12.7807 |
| 3.9098 | 2.0 | 2418 | 3.2364 | 15.5805 | 7.6998 | 14.9371 | 14.9673 |
| 3.5854 | 3.0 | 3627 | 3.1560 | 17.0237 | 8.2938 | 16.3307 | 16.3798 |
| 3.4231 | 4.0 | 4836 | 3.1527 | 18.0902 | 9.0059 | 17.1599 | 17.2816 |
| 3.3166 | 5.0 | 6045 | 3.1183 | 17.5474 | 8.6267 | 16.9442 | 17.0014 |
| 3.2545 | 6.0 | 7254 | 3.0967 | 17.6619 | 8.625 | 17.0709 | 17.0763 |
| 3.2021 | 7.0 | 8463 | 3.0897 | 18.1442 | 9.1184 | 17.6043 | 17.5848 |
| 3.1818 | 8.0 | 9672 | 3.0882 | 17.4498 | 8.7404 | 16.8415 | 16.9066 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1+cu117
- Datasets 2.14.5
- Tokenizers 0.14.1
- Task
- Summarization
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Oct 12, 2023
- Updated
- Oct 12, 2023